Zhenisbek Assylbekov
10 papers · 2017–2023 · 7 venues · across top CS/AI venues
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πΊοΈ Taxonomy Completionist (17) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint
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(5)
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Research topics
Machine Learning
(9)
Natural Language Processing
(6)
Optimization & Theory
(6)
Deep Learning
(5)
Architectures
(4)
Core Methods
(4)
Generation
(3)
Resources & Methods
(3)
Models
(2)
Computer Science
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
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(1)
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(1)
Linguistics
(1)
Keywords
word embedding
(4)
neural language model
(2)
representation learning
(2)
recurrent neural network
(2)
language modeling
(2)
lexical semantics
(1)
natural language inference
(1)
learning theory
(1)
text representation
(1)
semantic analysis
(1)
syntactic analysis
(1)
theoretical analysis
(1)
mutual information
(1)
gradient descent
(1)
machine translation
(1)
random matrix theory
(1)
weight sharing
(1)
pointwise mutual information
(1)
generalization bound
(1)
spectral norm
(1)
Papers
Hardness of Learning AES Key (Student Abstract)
AAAI 2023
Intractability of Learning the Discrete Logarithm with Gradient-Based Methods
ACML 2023
From Hyperbolic Geometry Back to Word Embeddings
ACL 2022
Speeding Up Entmax
NAACL 2022
A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract)
AAAI 2020
Context Vectors Are Reflections of Word Vectors in Half the Dimensions (Extended Abstract)
IJCAI 2020
Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)
AAAI 2020
Reproducing and Regularizing the SCRN Model
COLING 2018
Reusing Weights in Subword-Aware Neural Language Models
NAACL 2018
Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones
EMNLP 2017